Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

C3N-02144

· cohortA1

c52270ba-3743-5949-b830-08d0136a2cac

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
cohortA1
subtype
cohortA1
age_years
71.87679671

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • ANGIOGENESIS+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.360
  • INFLAMMATORY_RESPONSE+0.340
  • IL6_JAK_STAT3_SIGNALING+0.320
  • APICAL_SURFACE+0.300
  • HYPOXIA+0.300
  • COAGULATION+0.290
  • ALLOGRAFT_REJECTION+0.270
  • IL2_STAT5_SIGNALING+0.260

Top 10 suppressed

  • E2F_TARGETS-0.510
  • G2M_CHECKPOINT-0.410
  • MYC_TARGETS_V2-0.350
  • MYC_TARGETS_V1-0.330
  • PANCREAS_BETA_CELLS-0.310
  • OXIDATIVE_PHOSPHORYLATION-0.230
  • FATTY_ACID_METABOLISM-0.170
  • CHOLESTEROL_HOMEOSTASIS-0.150
  • DNA_REPAIR-0.150
  • BILE_ACID_METABOLISM-0.120

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR17866819
colon-landscapes@1
0.911
2SRR22247245
lung-landscapes@6
cohortMD20.899
34925248f-21e2-476e-937c-02e0a748c77b
colon-landscapes@1
0.876
4c6396737-3587-46a7-808d-963eebe41224
colon-landscapes@1
0.868
5ERR2278883
head-neck@1
0.863
6TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.860
7TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.859
894f6e4f5-2447-4f1f-9f36-411f1c25a172
colon-landscapes@1
0.858
9SRR8526722
lung-landscapes@6
cohortMD20.857
10SRR8518199
breast-umap@18
A0.855

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 31 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
HYPOXIA0.300Idelalisib— uncovered
COAGULATION0.290Binimetinib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
APOPTOSIS0.240Idelalisib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
UV_RESPONSE_UP0.210Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
MYOGENESIS0.190Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered